Overview

Dataset statistics

Number of variables28
Number of observations100
Missing cells229
Missing cells (%)8.2%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory21.3 KiB
Average record size in memory218.3 B

Variable types

NUM19
CAT6
BOOL1
UNSUPPORTED1
DATE1

Reproduction

Analysis started2020-08-07 14:06:45.010986
Analysis finished2020-08-07 14:07:24.044389
Duration39.03 seconds
Versionpandas-profiling v2.8.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml

Warnings

COUNTRY_REGION has constant value "Italy" Constant
ISO3166_1 has constant value "IT" Constant
LAST_UPDATE_DATE has constant value "2020-08-06 17:04:21.604960" Constant
DATE has a high cardinality: 74 distinct values High cardinality
INTENSIVE_CARE is highly correlated with HOSPITALIZED and 4 other fieldsHigh correlation
HOSPITALIZED is highly correlated with INTENSIVE_CARE and 6 other fieldsHigh correlation
TOTAL_HOSPITALIZED is highly correlated with HOSPITALIZED and 5 other fieldsHigh correlation
HOME_ISOLATION is highly correlated with HOSPITALIZED and 1 other fieldsHigh correlation
TOTAL_POSITIVE is highly correlated with HOSPITALIZED and 2 other fieldsHigh correlation
NEW_POSITIVE is highly correlated with HOSPITALIZED and 4 other fieldsHigh correlation
DECEASED is highly correlated with DISCHARGED_HEALED and 1 other fieldsHigh correlation
DISCHARGED_HEALED is highly correlated with DECEASED and 2 other fieldsHigh correlation
TOTAL_CASES is highly correlated with DISCHARGED_HEALED and 1 other fieldsHigh correlation
TESTED is highly correlated with DISCHARGED_HEALEDHigh correlation
TOTAL_HOSPITALIZED_SINCE_PREV_DAY is highly correlated with HOSPITALIZED_SINCE_PREV_DAYHigh correlation
HOSPITALIZED_SINCE_PREV_DAY is highly correlated with TOTAL_HOSPITALIZED_SINCE_PREV_DAYHigh correlation
TOTAL_POSITIVE_SINCE_PREV_DAY is highly correlated with HOME_ISOLATION_SINCE_PREV_DAY and 1 other fieldsHigh correlation
HOME_ISOLATION_SINCE_PREV_DAY is highly correlated with TOTAL_POSITIVE_SINCE_PREV_DAY and 1 other fieldsHigh correlation
DISCHARGED_HEALED_SINCE_PREV_DAY is highly correlated with HOME_ISOLATION_SINCE_PREV_DAY and 1 other fieldsHigh correlation
DECEASED_SINCE_PREV_DAY is highly correlated with HOSPITALIZED and 4 other fieldsHigh correlation
TOTAL_CASES_SINCE_PREV_DAY is highly correlated with HOSPITALIZED and 4 other fieldsHigh correlation
TESTED has 35 (35.0%) missing values Missing
NOTE_IT has 94 (94.0%) missing values Missing
NOTE_EN has 100 (100.0%) missing values Missing
NOTE_EN is an unsupported type, check if it needs cleaning or further analysis Unsupported
HOSPITALIZED has 3 (3.0%) zeros Zeros
INTENSIVE_CARE has 26 (26.0%) zeros Zeros
TOTAL_HOSPITALIZED has 2 (2.0%) zeros Zeros
HOME_ISOLATION has 2 (2.0%) zeros Zeros
TOTAL_POSITIVE has 2 (2.0%) zeros Zeros
NEW_POSITIVE has 21 (21.0%) zeros Zeros
DISCHARGED_HEALED has 3 (3.0%) zeros Zeros
DECEASED has 5 (5.0%) zeros Zeros
TOTAL_CASES has 2 (2.0%) zeros Zeros
HOSPITALIZED_SINCE_PREV_DAY has 27 (27.0%) zeros Zeros
INTENSIVE_CARE_SINCE_PREV_DAY has 42 (42.0%) zeros Zeros
TOTAL_HOSPITALIZED_SINCE_PREV_DAY has 25 (25.0%) zeros Zeros
HOME_ISOLATION_SINCE_PREV_DAY has 11 (11.0%) zeros Zeros
TOTAL_POSITIVE_SINCE_PREV_DAY has 11 (11.0%) zeros Zeros
DISCHARGED_HEALED_SINCE_PREV_DAY has 20 (20.0%) zeros Zeros
DECEASED_SINCE_PREV_DAY has 37 (37.0%) zeros Zeros
TOTAL_CASES_SINCE_PREV_DAY has 21 (21.0%) zeros Zeros
TESTED_SINCE_PREV_DAY has 36 (36.0%) zeros Zeros

Variables

COUNTRY_REGION
Categorical

CONSTANT
REJECTED

Distinct count1
Unique (%)1.0%
Missing0
Missing (%)0.0%
Memory size800.0 B
Italy
100
ValueCountFrequency (%) 
Italy100100.0%
 

Length

Max length5
Median length5
Mean length5
Min length5

PROVINCE_STATE
Categorical

Distinct count21
Unique (%)21.0%
Missing0
Missing (%)0.0%
Memory size800.0 B
Lombardia
 
10
Abruzzo
 
10
Emilia-Romagna
 
8
Molise
 
8
Toscana
 
8
Other values (16)
56
ValueCountFrequency (%) 
Lombardia1010.0%
 
Abruzzo1010.0%
 
Emilia-Romagna88.0%
 
Molise88.0%
 
Toscana88.0%
 
Sicilia66.0%
 
Calabria55.0%
 
Liguria44.0%
 
Bolzano44.0%
 
Puglia44.0%
 
Other values (11)3333.0%
 

Length

Max length21
Median length7
Mean length8.5
Min length5

DATE
Categorical

HIGH CARDINALITY

Distinct count74
Unique (%)74.0%
Missing0
Missing (%)0.0%
Memory size800.0 B
2020-04-15
 
3
2020-06-04
 
3
2020-08-05
 
3
2020-04-05
 
3
2020-06-18
 
2
Other values (69)
86
ValueCountFrequency (%) 
2020-04-1533.0%
 
2020-06-0433.0%
 
2020-08-0533.0%
 
2020-04-0533.0%
 
2020-06-1822.0%
 
2020-04-3022.0%
 
2020-06-1922.0%
 
2020-05-0622.0%
 
2020-04-2722.0%
 
2020-07-2422.0%
 
Other values (64)7676.0%
 

Length

Max length10
Median length10
Mean length10
Min length10

HOSPITALIZED
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct count80
Unique (%)80.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean858.17
Minimum0
Maximum10627
Zeros3
Zeros (%)3.0%
Memory size800.0 B

Quantile statistics

Minimum0
5-th percentile1.95
Q117
median83.5
Q3516.25
95-th percentile4881.05
Maximum10627
Range10627
Interquartile range (IQR)499.25

Descriptive statistics

Standard deviation1973.303496
Coefficient of variation (CV)2.299431926
Kurtosis11.50463538
Mean858.17
Median Absolute Deviation (MAD)80.5
Skewness3.293978752
Sum85817
Variance3893926.688
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
355.0%
 
033.0%
 
233.0%
 
1733.0%
 
1422.0%
 
3022.0%
 
30622.0%
 
1822.0%
 
14322.0%
 
1122.0%
 
Other values (70)7474.0%
 
ValueCountFrequency (%) 
033.0%
 
122.0%
 
233.0%
 
355.0%
 
411.0%
 
ValueCountFrequency (%) 
1062711.0%
 
1013811.0%
 
752511.0%
 
620111.0%
 
607911.0%
 

INTENSIVE_CARE
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct count54
Unique (%)54.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean84.49
Minimum0
Maximum971
Zeros26
Zeros (%)26.0%
Memory size800.0 B

Quantile statistics

Minimum0
5-th percentile0
Q10
median9
Q370
95-th percentile434.4
Maximum971
Range971
Interquartile range (IQR)70

Descriptive statistics

Standard deviation175.680926
Coefficient of variation (CV)2.079310286
Kurtosis11.35915571
Mean84.49
Median Absolute Deviation (MAD)9
Skewness3.199957905
Sum8449
Variance30863.78778
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
02626.0%
 
166.0%
 
255.0%
 
544.0%
 
633.0%
 
322.0%
 
722.0%
 
922.0%
 
1922.0%
 
3222.0%
 
Other values (44)4646.0%
 
ValueCountFrequency (%) 
02626.0%
 
166.0%
 
255.0%
 
322.0%
 
411.0%
 
ValueCountFrequency (%) 
97111.0%
 
90111.0%
 
68011.0%
 
50911.0%
 
48011.0%
 

TOTAL_HOSPITALIZED
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct count88
Unique (%)88.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean942.66
Minimum0
Maximum11598
Zeros2
Zeros (%)2.0%
Memory size800.0 B

Quantile statistics

Minimum0
5-th percentile2
Q117
median94.5
Q3582.25
95-th percentile5187.2
Maximum11598
Range11598
Interquartile range (IQR)565.25

Descriptive statistics

Standard deviation2144.17451
Coefficient of variation (CV)2.274600078
Kurtosis11.595152
Mean942.66
Median Absolute Deviation (MAD)91
Skewness3.298947432
Sum94266
Variance4597484.328
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
244.0%
 
333.0%
 
022.0%
 
122.0%
 
422.0%
 
522.0%
 
1822.0%
 
1722.0%
 
3722.0%
 
28911.0%
 
Other values (78)7878.0%
 
ValueCountFrequency (%) 
022.0%
 
122.0%
 
244.0%
 
333.0%
 
422.0%
 
ValueCountFrequency (%) 
1159811.0%
 
1103911.0%
 
820511.0%
 
671011.0%
 
655911.0%
 

HOME_ISOLATION
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct count95
Unique (%)95.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3164.96
Minimum0
Maximum30382
Zeros2
Zeros (%)2.0%
Memory size800.0 B

Quantile statistics

Minimum0
5-th percentile7
Q184.25
median398.5
Q31679
95-th percentile21921.6
Maximum30382
Range30382
Interquartile range (IQR)1594.75

Descriptive statistics

Standard deviation6551.101819
Coefficient of variation (CV)2.069884554
Kurtosis6.87235069
Mean3164.96
Median Absolute Deviation (MAD)358.5
Skewness2.728011201
Sum316496
Variance42916935.05
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
022.0%
 
722.0%
 
5122.0%
 
862322.0%
 
122.0%
 
5711.0%
 
55411.0%
 
1244811.0%
 
166411.0%
 
246811.0%
 
Other values (85)8585.0%
 
ValueCountFrequency (%) 
022.0%
 
122.0%
 
722.0%
 
911.0%
 
1211.0%
 
ValueCountFrequency (%) 
3038211.0%
 
2723611.0%
 
2519411.0%
 
2484111.0%
 
2354811.0%
 

TOTAL_POSITIVE
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct count95
Unique (%)95.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4107.62
Minimum0
Maximum37092
Zeros2
Zeros (%)2.0%
Memory size800.0 B

Quantile statistics

Minimum0
5-th percentile10
Q1122
median536.5
Q32451.25
95-th percentile30045.85
Maximum37092
Range37092
Interquartile range (IQR)2329.25

Descriptive statistics

Standard deviation8531.71094
Coefficient of variation (CV)2.077044844
Kurtosis6.891098909
Mean4107.62
Median Absolute Deviation (MAD)483.5
Skewness2.743769069
Sum410762
Variance72790091.57
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
022.0%
 
5322.0%
 
7922.0%
 
20522.0%
 
1022.0%
 
55511.0%
 
67011.0%
 
15911.0%
 
3411.0%
 
1283711.0%
 
Other values (85)8585.0%
 
ValueCountFrequency (%) 
022.0%
 
511.0%
 
811.0%
 
1022.0%
 
1311.0%
 
ValueCountFrequency (%) 
3709211.0%
 
3544111.0%
 
3458711.0%
 
3343411.0%
 
3175311.0%
 

NEW_POSITIVE
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct count57
Unique (%)57.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean103.37
Minimum0
Maximum1041
Zeros21
Zeros (%)21.0%
Memory size800.0 B

Quantile statistics

Minimum0
5-th percentile0
Q11
median16.5
Q3114
95-th percentile551.05
Maximum1041
Range1041
Interquartile range (IQR)113

Descriptive statistics

Standard deviation194.7255855
Coefficient of variation (CV)1.883772714
Kurtosis7.117739148
Mean103.37
Median Absolute Deviation (MAD)16.5
Skewness2.612714149
Sum10337
Variance37918.05364
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
02121.0%
 
266.0%
 
155.0%
 
444.0%
 
2033.0%
 
333.0%
 
833.0%
 
3022.0%
 
4022.0%
 
1822.0%
 
Other values (47)4949.0%
 
ValueCountFrequency (%) 
02121.0%
 
155.0%
 
266.0%
 
333.0%
 
444.0%
 
ValueCountFrequency (%) 
104111.0%
 
76411.0%
 
73511.0%
 
59911.0%
 
59011.0%
 

DISCHARGED_HEALED
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct count92
Unique (%)92.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6715.39
Minimum0
Maximum70461
Zeros3
Zeros (%)3.0%
Memory size800.0 B

Quantile statistics

Minimum0
5-th percentile1
Q1207.75
median1215
Q34413.75
95-th percentile33283.15
Maximum70461
Range70461
Interquartile range (IQR)4206

Descriptive statistics

Standard deviation13578.04162
Coefficient of variation (CV)2.021928976
Kurtosis9.22369924
Mean6715.39
Median Absolute Deviation (MAD)1209
Skewness2.993092528
Sum671539
Variance184363214.3
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
144.0%
 
033.0%
 
33722.0%
 
103422.0%
 
522.0%
 
2000811.0%
 
28811.0%
 
438511.0%
 
1846611.0%
 
336311.0%
 
Other values (82)8282.0%
 
ValueCountFrequency (%) 
033.0%
 
144.0%
 
211.0%
 
522.0%
 
711.0%
 
ValueCountFrequency (%) 
7046111.0%
 
6209611.0%
 
5596711.0%
 
5385311.0%
 
3856811.0%
 

DECEASED
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct count84
Unique (%)84.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2029.98
Minimum0
Maximum16760
Zeros5
Zeros (%)5.0%
Memory size800.0 B

Quantile statistics

Minimum0
5-th percentile0.95
Q147.25
median322.5
Q31029
95-th percentile14645.25
Maximum16760
Range16760
Interquartile range (IQR)981.75

Descriptive statistics

Standard deviation4406.772148
Coefficient of variation (CV)2.170845106
Kurtosis5.205902918
Mean2029.98
Median Absolute Deviation (MAD)299.5
Skewness2.573667963
Sum202998
Variance19419640.77
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
055.0%
 
46433.0%
 
9733.0%
 
822.0%
 
622.0%
 
2322.0%
 
14622.0%
 
13422.0%
 
34522.0%
 
422.0%
 
Other values (74)7575.0%
 
ValueCountFrequency (%) 
055.0%
 
111.0%
 
211.0%
 
422.0%
 
622.0%
 
ValueCountFrequency (%) 
1676011.0%
 
1653411.0%
 
1631711.0%
 
1622211.0%
 
1529611.0%
 

TOTAL_CASES
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct count98
Unique (%)98.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12852.99
Minimum0
Maximum95173
Zeros2
Zeros (%)2.0%
Memory size800.0 B

Quantile statistics

Minimum0
5-th percentile99.9
Q11038
median3247
Q39654
95-th percentile79591.55
Maximum95173
Range95173
Interquartile range (IQR)8616

Descriptive statistics

Standard deviation24217.32573
Coefficient of variation (CV)1.884178368
Kurtosis4.781434111
Mean12852.99
Median Absolute Deviation (MAD)2808.5
Skewness2.446550242
Sum1285299
Variance586478865.3
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
022.0%
 
63022.0%
 
132111.0%
 
1334311.0%
 
333511.0%
 
766611.0%
 
1053011.0%
 
118711.0%
 
134511.0%
 
42111.0%
 
Other values (88)8888.0%
 
ValueCountFrequency (%) 
022.0%
 
1411.0%
 
6811.0%
 
7911.0%
 
10111.0%
 
ValueCountFrequency (%) 
9517311.0%
 
9267511.0%
 
9058111.0%
 
8992811.0%
 
8382011.0%
 

TESTED
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct count65
Unique (%)100.0%
Missing35
Missing (%)35.0%
Infinite0
Infinite (%)0.0%
Mean139052.56923076924
Minimum4252.0
Maximum693556.0
Zeros0
Zeros (%)0.0%
Memory size800.0 B

Quantile statistics

Minimum4252
5-th percentile12593.2
Q147783
median84620
Q3173333
95-th percentile462400.2
Maximum693556
Range689304
Interquartile range (IQR)125550

Descriptive statistics

Standard deviation143907.7133
Coefficient of variation (CV)1.034915889
Kurtosis3.63303045
Mean139052.5692
Median Absolute Deviation (MAD)56269
Skewness1.870179825
Sum9038417
Variance2.070942996e+10
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
30561911.0%
 
1526111.0%
 
4778311.0%
 
9686011.0%
 
5241211.0%
 
28169211.0%
 
1757311.0%
 
69355611.0%
 
4908411.0%
 
1434211.0%
 
Other values (55)5555.0%
 
(Missing)3535.0%
 
ValueCountFrequency (%) 
425211.0%
 
542311.0%
 
837511.0%
 
1215611.0%
 
1434211.0%
 
ValueCountFrequency (%) 
69355611.0%
 
56037611.0%
 
49627311.0%
 
47504111.0%
 
41183711.0%
 

HOSPITALIZED_SINCE_PREV_DAY
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct count45
Unique (%)45.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-27.01
Minimum-956
Maximum134
Zeros27
Zeros (%)27.0%
Memory size800.0 B

Quantile statistics

Minimum-956
5-th percentile-138.65
Q1-10
median0
Q31
95-th percentile25.05
Maximum134
Range1090
Interquartile range (IQR)11

Descriptive statistics

Standard deviation126.3631527
Coefficient of variation (CV)-4.678384032
Kurtosis38.64704657
Mean-27.01
Median Absolute Deviation (MAD)5
Skewness-5.919435457
Sum-2701
Variance15967.64636
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
02727.0%
 
-655.0%
 
-255.0%
 
-1044.0%
 
533.0%
 
933.0%
 
-2533.0%
 
433.0%
 
133.0%
 
-133.0%
 
Other values (35)4141.0%
 
ValueCountFrequency (%) 
-95611.0%
 
-72911.0%
 
-21311.0%
 
-20411.0%
 
-18911.0%
 
ValueCountFrequency (%) 
13411.0%
 
6911.0%
 
4322.0%
 
2611.0%
 
2511.0%
 

INTENSIVE_CARE_SINCE_PREV_DAY
Real number (ℝ)

ZEROS

Distinct count26
Unique (%)26.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.8
Minimum-61
Maximum24
Zeros42
Zeros (%)42.0%
Memory size800.0 B

Quantile statistics

Minimum-61
5-th percentile-14.35
Q1-2
median0
Q30
95-th percentile7
Maximum24
Range85
Interquartile range (IQR)2

Descriptive statistics

Standard deviation9.104333522
Coefficient of variation (CV)-5.057963068
Kurtosis19.09863996
Mean-1.8
Median Absolute Deviation (MAD)1
Skewness-3.153853441
Sum-180
Variance82.88888889
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
04242.0%
 
-199.0%
 
-255.0%
 
155.0%
 
-344.0%
 
744.0%
 
-533.0%
 
233.0%
 
-433.0%
 
433.0%
 
Other values (16)1919.0%
 
ValueCountFrequency (%) 
-6111.0%
 
-2911.0%
 
-2611.0%
 
-2311.0%
 
-2111.0%
 
ValueCountFrequency (%) 
2411.0%
 
1711.0%
 
1211.0%
 
1011.0%
 
744.0%
 

TOTAL_HOSPITALIZED_SINCE_PREV_DAY
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct count48
Unique (%)48.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-28.81
Minimum-982
Maximum158
Zeros25
Zeros (%)25.0%
Memory size800.0 B

Quantile statistics

Minimum-982
5-th percentile-153.4
Q1-12
median0
Q31
95-th percentile26.5
Maximum158
Range1140
Interquartile range (IQR)13

Descriptive statistics

Standard deviation133.2899698
Coefficient of variation (CV)-4.626517523
Kurtosis36.59389503
Mean-28.81
Median Absolute Deviation (MAD)5
Skewness-5.750554276
Sum-2881
Variance17766.21606
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
02525.0%
 
-266.0%
 
-655.0%
 
-144.0%
 
144.0%
 
533.0%
 
1233.0%
 
233.0%
 
2122.0%
 
-1422.0%
 
Other values (38)4343.0%
 
ValueCountFrequency (%) 
-98211.0%
 
-79011.0%
 
-23611.0%
 
-22511.0%
 
-19911.0%
 
ValueCountFrequency (%) 
15811.0%
 
6311.0%
 
5011.0%
 
4711.0%
 
3611.0%
 

HOME_ISOLATION_SINCE_PREV_DAY
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct count70
Unique (%)70.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-25.09
Minimum-5188
Maximum1257
Zeros11
Zeros (%)11.0%
Memory size800.0 B

Quantile statistics

Minimum-5188
5-th percentile-114.05
Q1-9
median0
Q329.25
95-th percentile186.75
Maximum1257
Range6445
Interquartile range (IQR)38.25

Descriptive statistics

Standard deviation565.0195151
Coefficient of variation (CV)-22.51970965
Kurtosis72.29345749
Mean-25.09
Median Absolute Deviation (MAD)20.5
Skewness-7.698490235
Sum-2509
Variance319247.0524
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
01111.0%
 
-155.0%
 
-244.0%
 
233.0%
 
-533.0%
 
-922.0%
 
-322.0%
 
2122.0%
 
122.0%
 
3022.0%
 
Other values (60)6464.0%
 
ValueCountFrequency (%) 
-518811.0%
 
-96311.0%
 
-46611.0%
 
-37211.0%
 
-13411.0%
 
ValueCountFrequency (%) 
125711.0%
 
113411.0%
 
35011.0%
 
31711.0%
 
31511.0%
 

TOTAL_POSITIVE_SINCE_PREV_DAY
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct count74
Unique (%)74.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-53.9
Minimum-5339
Maximum344
Zeros11
Zeros (%)11.0%
Memory size800.0 B

Quantile statistics

Minimum-5339
5-th percentile-201.7
Q1-16.5
median0
Q327.25
95-th percentile205.65
Maximum344
Range5683
Interquartile range (IQR)43.75

Descriptive statistics

Standard deviation556.5743255
Coefficient of variation (CV)-10.32605428
Kurtosis84.28805256
Mean-53.9
Median Absolute Deviation (MAD)21
Skewness-8.870753985
Sum-5390
Variance309774.9798
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
01111.0%
 
-255.0%
 
-344.0%
 
233.0%
 
-133.0%
 
-822.0%
 
3222.0%
 
-1122.0%
 
-2122.0%
 
15922.0%
 
Other values (64)6464.0%
 
ValueCountFrequency (%) 
-533911.0%
 
-102211.0%
 
-60211.0%
 
-37111.0%
 
-21511.0%
 
ValueCountFrequency (%) 
34411.0%
 
33811.0%
 
31911.0%
 
31411.0%
 
27511.0%
 

DISCHARGED_HEALED_SINCE_PREV_DAY
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct count55
Unique (%)55.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean140.26
Minimum-1
Maximum5881
Zeros20
Zeros (%)20.0%
Memory size800.0 B

Quantile statistics

Minimum-1
5-th percentile0
Q11
median10.5
Q339
95-th percentile493.65
Maximum5881
Range5882
Interquartile range (IQR)38

Descriptive statistics

Standard deviation610.4856424
Coefficient of variation (CV)4.352528464
Kurtosis80.95298986
Mean140.26
Median Absolute Deviation (MAD)10.5
Skewness8.648630977
Sum14026
Variance372692.7196
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
02020.0%
 
399.0%
 
177.0%
 
944.0%
 
1644.0%
 
622.0%
 
1022.0%
 
1422.0%
 
1722.0%
 
3322.0%
 
Other values (45)4646.0%
 
ValueCountFrequency (%) 
-111.0%
 
02020.0%
 
177.0%
 
211.0%
 
399.0%
 
ValueCountFrequency (%) 
588111.0%
 
119911.0%
 
75211.0%
 
74111.0%
 
62011.0%
 

DECEASED_SINCE_PREV_DAY
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct count33
Unique (%)33.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean17.01
Minimum-11
Maximum243
Zeros37
Zeros (%)37.0%
Memory size800.0 B

Quantile statistics

Minimum-11
5-th percentile0
Q10
median1
Q39.25
95-th percentile95.8
Maximum243
Range254
Interquartile range (IQR)9.25

Descriptive statistics

Standard deviation42.31829726
Coefficient of variation (CV)2.487848163
Kurtosis14.13014291
Mean17.01
Median Absolute Deviation (MAD)1
Skewness3.60685797
Sum1701
Variance1790.838283
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
03737.0%
 
11515.0%
 
277.0%
 
444.0%
 
633.0%
 
1833.0%
 
522.0%
 
722.0%
 
922.0%
 
1522.0%
 
Other values (23)2323.0%
 
ValueCountFrequency (%) 
-1111.0%
 
-311.0%
 
03737.0%
 
11515.0%
 
277.0%
 
ValueCountFrequency (%) 
24311.0%
 
22211.0%
 
16311.0%
 
12411.0%
 
11111.0%
 

TOTAL_CASES_SINCE_PREV_DAY
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct count57
Unique (%)57.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean103.37
Minimum0
Maximum1041
Zeros21
Zeros (%)21.0%
Memory size800.0 B

Quantile statistics

Minimum0
5-th percentile0
Q11
median16.5
Q3114
95-th percentile551.05
Maximum1041
Range1041
Interquartile range (IQR)113

Descriptive statistics

Standard deviation194.7255855
Coefficient of variation (CV)1.883772714
Kurtosis7.117739148
Mean103.37
Median Absolute Deviation (MAD)16.5
Skewness2.612714149
Sum10337
Variance37918.05364
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
02121.0%
 
266.0%
 
155.0%
 
444.0%
 
2033.0%
 
333.0%
 
833.0%
 
3022.0%
 
4022.0%
 
1822.0%
 
Other values (47)4949.0%
 
ValueCountFrequency (%) 
02121.0%
 
155.0%
 
266.0%
 
333.0%
 
444.0%
 
ValueCountFrequency (%) 
104111.0%
 
76411.0%
 
73511.0%
 
59911.0%
 
59011.0%
 

TESTED_SINCE_PREV_DAY
Real number (ℝ)

ZEROS

Distinct count62
Unique (%)62.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1008.56
Minimum-10424
Maximum14383
Zeros36
Zeros (%)36.0%
Memory size800.0 B

Quantile statistics

Minimum-10424
5-th percentile0
Q10
median340
Q31260
95-th percentile4687.1
Maximum14383
Range24807
Interquartile range (IQR)1260

Descriptive statistics

Standard deviation2372.179479
Coefficient of variation (CV)2.352045966
Kurtosis15.46747171
Mean1008.56
Median Absolute Deviation (MAD)340
Skewness1.428040759
Sum100856
Variance5627235.481
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
03636.0%
 
82222.0%
 
75022.0%
 
23722.0%
 
460611.0%
 
31311.0%
 
29211.0%
 
54911.0%
 
3811.0%
 
131911.0%
 
Other values (52)5252.0%
 
ValueCountFrequency (%) 
-1042411.0%
 
03636.0%
 
3811.0%
 
5711.0%
 
7211.0%
 
ValueCountFrequency (%) 
1438311.0%
 
767211.0%
 
739311.0%
 
649811.0%
 
622811.0%
 

ISO3166_1
Categorical

CONSTANT
REJECTED

Distinct count1
Unique (%)1.0%
Missing0
Missing (%)0.0%
Memory size800.0 B
IT
100
ValueCountFrequency (%) 
IT100100.0%
 

Length

Max length2
Median length2
Mean length2
Min length2

ISO3166_2
Categorical

Distinct count21
Unique (%)21.0%
Missing0
Missing (%)0.0%
Memory size800.0 B
25
 
10
65
 
10
67
 
8
45
 
8
52
 
8
Other values (16)
56
ValueCountFrequency (%) 
251010.0%
 
651010.0%
 
6788.0%
 
4588.0%
 
5288.0%
 
8266.0%
 
7855.0%
 
4244.0%
 
BZ44.0%
 
3644.0%
 
Other values (11)3333.0%
 

Length

Max length2
Median length2
Mean length2
Min length2

NOTE_IT
Categorical

MISSING

Distinct count6
Unique (%)100.0%
Missing94
Missing (%)94.0%
Memory size800.0 B
dc-IT-0036
1
Per 1487 casi non è disponibile la provenienza
1
n.3 decessi precedentemente segnalati, da una revisione non risultano classificabili come COVID-19 positivi
1
dc-IT-0020
1
Dei 54 soggetti positivi in isolamento domiciliare 13 sono stati trasferiti a Roma, in apposita struttura ( Ospedale Celio)
1
ValueCountFrequency (%) 
dc-IT-003611.0%
 
Per 1487 casi non è disponibile la provenienza11.0%
 
n.3 decessi precedentemente segnalati, da una revisione non risultano classificabili come COVID-19 positivi11.0%
 
dc-IT-002011.0%
 
Dei 54 soggetti positivi in isolamento domiciliare 13 sono stati trasferiti a Roma, in apposita struttura ( Ospedale Celio) 11.0%
 
dc-IT-000611.0%
 
(Missing)9494.0%
 

Length

Max length127
Median length3
Mean length5.92
Min length3

NOTE_EN
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing100
Missing (%)100.0%
Memory size928.0 B

LAST_UPDATE_DATE
Date

CONSTANT
REJECTED

Distinct count1
Unique (%)1.0%
Missing0
Missing (%)0.0%
Memory size800.0 B
Minimum2020-08-06 17:04:21.604960
Maximum2020-08-06 17:04:21.604960
Histogram
Distinct count2
Unique (%)2.0%
Missing0
Missing (%)0.0%
Memory size100.0 B
False
98
True
 
2
ValueCountFrequency (%) 
False9898.0%
 
True22.0%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Missing values

Sample

First rows

COUNTRY_REGIONPROVINCE_STATEDATEHOSPITALIZEDINTENSIVE_CARETOTAL_HOSPITALIZEDHOME_ISOLATIONTOTAL_POSITIVENEW_POSITIVEDISCHARGED_HEALEDDECEASEDTOTAL_CASESTESTEDHOSPITALIZED_SINCE_PREV_DAYINTENSIVE_CARE_SINCE_PREV_DAYTOTAL_HOSPITALIZED_SINCE_PREV_DAYHOME_ISOLATION_SINCE_PREV_DAYTOTAL_POSITIVE_SINCE_PREV_DAYDISCHARGED_HEALED_SINCE_PREV_DAYDECEASED_SINCE_PREV_DAYTOTAL_CASES_SINCE_PREV_DAYTESTED_SINCE_PREV_DAYISO3166_1ISO3166_2NOTE_ITNOTE_ENLAST_UPDATE_DATELAST_REPORTED_FLAG
0ItalyAbruzzo2020-05-0430115316152118374831332300030047.01-10-31-313324259IT65NaNNaN2020-08-06 17:04:21.604960False
1ItalyAbruzzo2020-06-05103410756367022172415325755295.0-61-5-29-343602768IT65NaNNaN2020-08-06 17:04:21.604960False
2ItalyMolise2020-02-25000000000NaN000000000IT67NaNNaN2020-08-06 17:04:21.604960False

Last rows

COUNTRY_REGIONPROVINCE_STATEDATEHOSPITALIZEDINTENSIVE_CARETOTAL_HOSPITALIZEDHOME_ISOLATIONTOTAL_POSITIVENEW_POSITIVEDISCHARGED_HEALEDDECEASEDTOTAL_CASESTESTEDHOSPITALIZED_SINCE_PREV_DAYINTENSIVE_CARE_SINCE_PREV_DAYTOTAL_HOSPITALIZED_SINCE_PREV_DAYHOME_ISOLATION_SINCE_PREV_DAYTOTAL_POSITIVE_SINCE_PREV_DAYDISCHARGED_HEALED_SINCE_PREV_DAYDECEASED_SINCE_PREV_DAYTOTAL_CASES_SINCE_PREV_DAYTESTED_SINCE_PREV_DAYISO3166_1ISO3166_2NOTE_ITNOTE_ENLAST_UPDATE_DATELAST_REPORTED_FLAG
97ItalyEmilia-Romagna2020-07-1688997110111984623566427129035336154.00002828180462739IT45NaNNaN2020-08-06 17:04:21.604960False
98ItalyCalabria2020-03-1532638286681168NaN10212-570180IT78NaNNaN2020-08-06 17:04:21.604960False
99ItalyToscana2020-04-0511112761387379851851763373255847NaN-18-10-2815913127181760IT52NaNNaN2020-08-06 17:04:21.604960False